2 projects categorized with "Retrieval-Augmented Generation (RAG)"

• Python FastAPI with JWT Auth serving RAG by fake Embeddings (v1)
  
  15-April-2026
  

  Python FastAPI with JWT Auth serving a RAG Application using Groq + fake embeddings (v1) - hosted at Vercel Cloud using Serverless Functions

  Try the demo by OpenAPI...

  A Starter FastAPI + JWT Auth + Retrieval-Augmented Generation (RAG) by Groq LLM + fake embeddings + OpenAPI / Swagger - secured by HTTPS

  A PostgreSQL database was used with the pgvector extension

  During the development process, I used ChatGPT for assisting with code generation and Github Copilot for code inline suggestion

  DevOps by VS Code + GitHub + Vercel Cloud

  The Web API at GitHub
  

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• Python FastAPI with JWT Auth serving RAG by Hugging Face embeddings (v2)
  
  15-April-2026
  

  Python FastAPI with JWT Auth serving a RAG Application using Groq + Hugging Face embeddings (v2) - hosted at Vercel Cloud using Serverless Functions

  Try the demo by OpenAPI...

  A Starter FastAPI + JWT Auth + Retrieval-Augmented Generation (RAG) by Groq LLM + Real embeddings by Hugging Face model + OpenAPI / Swagger - secured by HTTPS

  A PostgreSQL database was used with the pgvector extension

  During the development process, I used ChatGPT for assisting with code generation and Github Copilot for code inline suggestion

  DevOps by VS Code + GitHub + Vercel Cloud

  The Web API at GitHub
  

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